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Chandan K. Reddy - Publications

Affiliations: 
Computer Science Wayne State University, Detroit, MI, United States 
Area:
Computer Science, Bioinformatics Biology
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35 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Dabiri S, Lu C, Heaslip K, Reddy CK. Semi-Supervised Deep Learning Approach for Transportation Mode Identification Using GPS Trajectory Data Ieee Transactions On Knowledge and Data Engineering. 32: 1010-1023. DOI: 10.1109/Tkde.2019.2896985  0.346
2020 Dabiri S, Marković N, Heaslip K, Reddy CK. A deep convolutional neural network based approach for vehicle classification using large-scale GPS trajectory data Transportation Research Part C: Emerging Technologies. 116: 102644. DOI: 10.1016/J.Trc.2020.102644  0.367
2019 Keneshloo Y, Shi T, Ramakrishnan N, Reddy CK. Deep Reinforcement Learning for Sequence-to-Sequence Models. Ieee Transactions On Neural Networks and Learning Systems. PMID 31425057 DOI: 10.1109/Tnnls.2019.2929141  0.325
2019 Wang P, Li Y, Reddy CK. Machine Learning for Survival Analysis Acm Computing Surveys. 51: 1-36. DOI: 10.1145/3214306  0.336
2018 Dave VS, Hasan MA, Zhang B, Reddy CK. Predicting interval time for reciprocal link creation using survival analysis Social Network Analysis and Mining. 8. DOI: 10.1007/S13278-018-0494-1  0.324
2017 Vinzamuri B, Li Y, Reddy CK. Pre-Processing Censored Survival Data Using Inverse Covariance Matrix Based Calibration Ieee Transactions On Knowledge and Data Engineering. 29: 2111-2124. DOI: 10.1109/Tkde.2017.2719028  0.323
2016 Al-Stouhi S, Reddy CK. Transfer Learning for Class Imbalance Problems with Inadequate Data. Knowledge and Information Systems. 48: 201-228. PMID 27378821 DOI: 10.1007/S10115-015-0870-3  0.754
2016 Li Y, Bai C, Reddy CK. A Distributed Ensemble Approach for Mining Healthcare Data under Privacy Constraints. Information Sciences. 330: 245-259. PMID 26681811 DOI: 10.1016/J.Ins.2015.10.011  0.313
2016 Fard MJ, Wang P, Chawla S, Reddy CK. A Bayesian Perspective on Early Stage Event Prediction in Longitudinal Data Ieee Transactions On Knowledge and Data Engineering. 28: 3126-3139. DOI: 10.1109/Tkde.2016.2608347  0.314
2016 Dutta JK, Banerjee B, Reddy CK. RODS: Rarity based Outlier Detection in a Sparse Coding Framework Ieee Transactions On Knowledge and Data Engineering. 28: 483-495. DOI: 10.1109/Tkde.2015.2475748  0.335
2016 Huddar V, Desiraju BK, Rajan V, Bhattacharya S, Roy S, Reddy CK. Predicting Complications in Critical Care Using Heterogeneous Clinical Data Ieee Access. 4: 7988-8001. DOI: 10.1109/Access.2016.2618775  0.303
2015 Padhukasahasram B, Reddy CK, Levin AM, Burchard EG, Williams LK. Powerful Tests for Multi-Marker Association Analysis Using Ensemble Learning. Plos One. 10: e0143489. PMID 26619286 DOI: 10.1371/Journal.Pone.0143489  0.361
2015 Singh D, Reddy CK. A survey on platforms for big data analytics. Journal of Big Data. 2: 8. PMID 26191487 DOI: 10.1186/S40537-014-0008-6  0.343
2015 Kim H, Choo J, Reddy CK, Park H. Doubly supervised embedding based on class labels and intrinsic clusters for high-dimensional data visualization Neurocomputing. 150: 570-582. DOI: 10.1016/J.Neucom.2014.09.064  0.379
2015 Li Y, Vinzamuri B, Reddy CK. Constrained elastic net based knowledge transfer for healthcare information exchange Data Mining and Knowledge Discovery. 29: 1094-1112. DOI: 10.1007/S10618-014-0389-3  0.357
2014 Odibat O, Reddy CK. Efficient Mining of Discriminative Co-clusters from Gene Expression Data. Knowledge and Information Systems. 41: 667-696. PMID 25642010 DOI: 10.1007/S10115-013-0684-0  0.76
2014 Al-Stouhi S, Reddy CK. Multi-task clustering using constrained symmetric non-negative matrix factorization Siam International Conference On Data Mining 2014, Sdm 2014. 2: 785-793. DOI: 10.1137/1.9781611973440.90  0.734
2014 Choo J, Lee C, Reddy CK, Park H. Weakly supervised nonnegative matrix factorization for user-driven clustering Data Mining and Knowledge Discovery. 29: 1598-1621. DOI: 10.1007/S10618-014-0384-8  0.37
2014 Alqadah F, Reddy CK, Hu J, Alqadah HF. Biclustering neighborhood-based collaborative filtering method for top-n recommender systems Knowledge and Information Systems. 44: 475-491. DOI: 10.1007/S10115-014-0771-X  0.342
2012 Odibat O, Reddy CK. Ranking differential hubs in gene co-expression networks. Journal of Bioinformatics and Computational Biology. 10: 1240002. PMID 22809303 DOI: 10.1142/S0219720012400021  0.749
2012 Palit I, Reddy CK. Scalable and parallel boosting with mapReduce Ieee Transactions On Knowledge and Data Engineering. 24: 1904-1916. DOI: 10.1109/Tkde.2011.208  0.372
2012 Al-Stouhi S, Reddy CK, Lanfear DE. Label space transfer learning Proceedings - International Conference On Tools With Artificial Intelligence, Ictai. 1: 727-734. DOI: 10.1109/ICTAI.2012.103  0.76
2012 Alaydie N, Reddy CK, Fotouhi F. Exploiting label dependency for hierarchical multi-label classification Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 7301: 294-305. DOI: 10.1007/978-3-642-30217-6_25  0.72
2012 Alqadah F, Bader JS, Anand R, Reddy CK. Query-based biclustering using formal concept analysis Proceedings of the 12th Siam International Conference On Data Mining, Sdm 2012. 648-659.  0.302
2011 Alaydie N, Reddy CK, Fotouhi F. A Bayesian integration model for improved gene functional inference from heterogeneous data sources 2011 Acm Conference On Bioinformatics, Computational Biology and Biomedicine, Bcb 2011. 376-380. DOI: 10.1145/2147805.2147854  0.745
2011 Odibat O, Reddy CK. Ranking differential genes in co-expression networks 2011 Acm Conference On Bioinformatics, Computational Biology and Biomedicine, Bcb 2011. 350-354. DOI: 10.1145/2147805.2147849  0.743
2011 Reddy CK, Park JH. Multi-resolution boosting for classification and regression problems Knowledge and Information Systems. 29: 435-456. DOI: 10.1007/S10115-010-0358-0  0.41
2011 Al-Stouhi S, Reddy CK. Adaptive boosting for transfer learning using dynamic updates Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 6911: 60-75. DOI: 10.1007/978-3-642-23780-5_14  0.724
2011 Odibat O, Reddy CK. A generalized framework for mining arbitrarily positioned overlapping co-clusters Proceedings of the 11th Siam International Conference On Data Mining, Sdm 2011. 343-354.  0.741
2010 Odibat O, Reddy CK, Giroux CN. Differential Biclustering for gene expression analysis 2010 Acm International Conference On Bioinformatics and Computational Biology, Acm-Bcb 2010. 275-284. DOI: 10.1145/1854776.1854815  0.753
2010 Alaydie N, Fotouhi F, Reddy CK, Soltanian-Zadeh H. Noise and outlier filtering in heterogeneous medical data sources Proceedings - 21st International Workshop On Database and Expert Systems Applications, Dexa 2010. 115-119. DOI: 10.1109/DEXA.2010.42  0.708
2010 Reddy CK, Rajaratnam B. Learning mixture models via component-wise parameter smoothing Computational Statistics and Data Analysis. 54: 732-749. DOI: 10.1016/J.Csda.2009.04.012  0.355
2010 Reddy CK, Aziz MS. Modeling local nonlinear correlations using subspace principal curves Statistical Analysis and Data Mining. 3: 332-349. DOI: 10.1002/Sam.V3:5  0.375
2008 Reddy CK, Chiang HD, Rajaratnam B. TRUST-TECH-based expectation maximization for learning finite mixture models Ieee Transactions On Pattern Analysis and Machine Intelligence. 30: 1146-1157. PMID 18550899 DOI: 10.1109/Tpami.2007.70775  0.355
2006 Reddy CK, Weng YC, Chiang HD. Refining motifs by improving information content scores using neighborhood profile search. Algorithms For Molecular Biology : Amb. 1: 23. PMID 17129371 DOI: 10.1186/1748-7188-1-23  0.34
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